Zobrazeno 1 - 10
of 55 844
pro vyhledávání: '"LUI, A."'
This paper proposes the SeC-Learning Machine: Simplex-enabled safe continual learning for safety-critical autonomous systems. The SeC-learning machine is built on Simplex logic (that is, ``using simplicity to control complexity'') and physics-regulat
Externí odkaz:
http://arxiv.org/abs/2409.05898
A significant limitation of current smartphone-based eye-tracking algorithms is their low accuracy when applied to video-type visual stimuli, as they are typically trained on static images. Also, the increasing demand for real-time interactive applic
Externí odkaz:
http://arxiv.org/abs/2408.12463
Learning a transition model via Maximum Likelihood Estimation (MLE) followed by planning inside the learned model is perhaps the most standard and simplest Model-based Reinforcement Learning (RL) framework. In this work, we show that such a simple Mo
Externí odkaz:
http://arxiv.org/abs/2408.08994
This paper investigates stochastic multi-armed bandit algorithms that are robust to adversarial attacks, where an attacker can first observe the learner's action and {then} alter their reward observation. We study two cases of this model, with or wit
Externí odkaz:
http://arxiv.org/abs/2408.08859
Large Language Models (LLMs) are typically shipped with tokenizers that deterministically encode text into so-called canonical token sequences, to which the LLMs assign probability values. One common assumption is that the probability of a piece of t
Externí odkaz:
http://arxiv.org/abs/2408.08541
Publikováno v:
Educational Technology & Society, 2024 Jul 01. 27(3), 114-133.
Externí odkaz:
https://www.jstor.org/stable/48787020
The rapid evolution of multimedia and computer vision technologies requires adaptive visual model deployment strategies to effectively handle diverse tasks and varying environments. This work introduces AxiomVision, a novel framework that can guarant
Externí odkaz:
http://arxiv.org/abs/2407.20124
The 7-point checklist (7PCL) is widely used in dermoscopy to identify malignant melanoma lesions needing urgent medical attention. It assigns point values to seven attributes: major attributes are worth two points each, and minor ones are worth one p
Externí odkaz:
http://arxiv.org/abs/2407.16822
We study the stochastic combinatorial semi-bandit problem with unrestricted feedback delays under merit-based fairness constraints. This is motivated by applications such as crowdsourcing, and online advertising, where immediate feedback is not immed
Externí odkaz:
http://arxiv.org/abs/2407.15439
Autor:
Qian, Yongxian, Lin, Ying-Chia, Chen, Xingye, Zhao, Tiejun, Lakshmanan, Karthik, Ge, Yulin, Lui, Yvonne W., Boada, Fernando E.
Purpose. It is a long standing pursuit in sodium (23Na) MRI to separate signals between mono and bi exponential T2 decays in the human brain, due to lack of clinically translational solutions under the restriction of intrinsically low signal to noise
Externí odkaz:
http://arxiv.org/abs/2407.09868